Concepedia

Marko Robnik‐Šikonja

MR

42

Publications

5.8K

Citations

22

H-Index

1997

Active since

Affiliations

University of Ljubljana(Current)

Jožef Stefan Institute

Jožef Stefan International Postgraduate School

University of Ioannina

University of Kragujevac

Marko Robnik‐Šikonja is an author at University of Ljubljana specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningComputer SciencePredictive AnalyticsData MiningKnowledge DiscoveryArtificial IntelligenceNatural Language ProcessingLanguage

Publications per year

1997–2023

42

Publications

42

Theoretical and Empirical Analysis of ReliefF and RReliefF

Marko Robnik‐Šikonja, Igor Kononenko · Machine Learning · 2003 · 2.9K citations · Full text

Overcoming the Myopia of Inductive Learning Algorithms with RELIEFF

Igor Kononenko, Edvard Šimec, Marko Robnik‐Šikonja · Applied Intelligence · 1997 · 789 citations

An adaptation of Relief for attribute estimation in regression

Marko Robnik‐Šikonja, Igor Kononenko · 1997 · 480 citations

Explaining Classifications For Individual Instances

Marko Robnik‐Šikonja, Igor Kononenko · IEEE Transactions on Knowledge and Data Engineering · 2008 · 264 citations

Artificial Intelligence, Engineering, Machine Learning +20

Explaining machine learning models in sales predictions

Marko Bohanec, Mirjana Kljajić Borštnar, Marko Robnik‐Šikonja · Expert Systems with Applications · 2016 · 153 citations

Machine Learning, Predictive Analytics, Management +7

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